Essays about: "Deep Learning"

Showing result 1 - 5 of 604 essays containing the words Deep Learning.

  1. 1. Implementation of a Deep Learning Inference Accelerator on the FPGA.

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Shenbagaraman Ramakrishnan; [2020]
    Keywords : Artificial Intelligence; Machine Learning; Deep Learning; Neural Networks; Deep Learning Accelerators; NVDLA; FPGA; Technology and Engineering;

    Abstract : Today, Artificial Intelligence is one of the most important technologies, ubiquitous in our daily lives. Deep Neural Networks (DNN's) have come up as state of art for various machine intelligence applications such as object detection, image classification, face recognition and performs myriad of activities with exceptional prediction accuracy. READ MORE

  2. 2. Prediction of Dose Probability Distributions Using Mixture Density Networks

    University essay from KTH/Matematisk statistik

    Author : Viktor Nilsson; [2020]
    Keywords : Applied mathematics; machine learning; deep learning; mixture density network; dose planning; Tillämpad matematik; maskininlärning; djupinlärning; mixturdensitetsnätverk; dosplannerning;

    Abstract : In recent years, machine learning has become utilized in external radiation therapy treatment planning. This involves automatic generation of treatment plans based on CT-scans and other spatial information such as the location of tumors and organs. READ MORE

  3. 3. Stochastic Model Identification and Model Metrics with Deep Learning Applications

    University essay from Mälardalens högskola/Akademin för utbildning, kultur och kommunikation

    Author : Berk Alp Yilmaz; [2020]
    Keywords : Event study; Abnormal Returns; ARIMA; Kalman Filter; Deep Learning;

    Abstract : Each economic event has a dynamic effect on the market due to decision complexity for agents valuating rare events. The more complex is the event, the more it takes for the markets to incorporate the new information. The goal of this thesis is to explore the dynamic effects of economic events on equity returns and statistical indicators. READ MORE

  4. 4. Classification of Heart Views in Ultrasound Images

    University essay from Linköpings universitet/Datorseende

    Author : David Pop; [2020]
    Keywords : AI; deep learning; echocardiography; image classification;

    Abstract : In today’s society, we experience an increasing challenge to provide healthcare to everyone in need due to the increasing number of patients and the shortage of medical staff. Computers have contributed to mitigating this challenge by offloading the medical staff from some of the tasks. READ MORE

  5. 5. Building Detection in Deformed Satellite Images Using Mask R-CNN

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Gayatri Chitturi; [2020]
    Keywords : Building detection; Mask R-CNN; Test Time Augmentation.;

    Abstract : Background: In the recent research of automatic building detection, aerial and satellite images are used. Automatic building detection from satellite images is useful for urban planning, after natural disasters for identifying the voids. READ MORE